2007 IEEE International Conference on Image Processing - San Antonio, Texas, U.S.A. - September 16-19, 2007

Technical Program

Paper Detail

Paper:MP-L1.8
Session:Distributed Source Coding I: Low Complexity Video Coding
Time:Monday, September 17, 17:10 - 17:30
Presentation: Special Session Lecture
Title: SYMMETRIC DISTRIBUTED CODING OF STEREO VIDEO SEQUENCES
Authors: Marco Tagliasacchi; Politecnico di Milano 
 Giorgio Prandi; Politecnico di Milano 
 Stefano Tubaro; Politecnico di Milano 
Abstract: In this paper we present a novel video coding scheme to compress stereo video sequences. We consider a wireless sensor network scenario, where the sensing nodes cannot communicate with each other and are characterized by limited computational complexity. The joint decoder exploits both the temporal and inter-view correlation to generate the side information. To this end, we propose a fusion algorithm that adaptively selects either the temporal or the inter-view side information on a pixel-by-pixel basis. In addition, the coding algorithm is symmetric with respect to the two cameras. We also propose a practical stopping criterion for turbo decoding that determines when decoding is successful. Experimental results on stereo video sequences show that a coding efficiency gain up to 4dB can be obtained by the proposed scheme at high bit-rates.



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